Bioactivity assessment of natural compounds using machine learning models trained on target similarity between drugs

Natural compounds constitute a rich resource of potential small molecule therapeutics. While experimental access to this resource is limited due to its vast diversity and difficulties in systematic purification, computational assessment of structural similarity with known therapeutic molecules offer...

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Veröffentlicht in:PLoS computational biology 2022-04, Vol.18 (4), p.e1010029-e1010029
Hauptverfasser: Periwal, Vinita, Bassler, Stefan, Andrejev, Sergej, Gabrielli, Natalia, Patil, Kaustubh Raosaheb, Typas, Athanasios, Patil, Kiran Raosaheb
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Sprache:eng
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